1

Physics Simulation Python Jobs in Michigan (NOW HIRING)

Machine Learning Engineer

Ann Arbor, MI · On-site

$120K - $160K/yr

You'll start with well-scoped problems inside our simulators and training pipelines-and ramp ... When you ship here, you can literally watch the physics change. Under the hood, that means training ...

... oil splash simulation is a plus. * Strong foundation in multiphase turbulence physics, fluid ... Experience scripting in Python, MATLAB, or similar for process automation, data reduction, and ...

... oil splash simulation is a plus. * Strong foundation in multiphase turbulence physics, fluid ... Experience scripting in Python, MATLAB, or similar for process automation, data reduction, and ...

... oil splash simulation is a plus. * Strong foundation in multiphase turbulence physics, fluid ... Experience scripting in Python, MATLAB, or similar for process automation, data reduction, and ...

next page

Showing results 1-20

Physics Simulation Python information

What is the difference between Physics Simulation Python vs Mechanical Engineer?

AspectPhysics Simulation PythonMechanical Engineer
Required CredentialsProgramming skills, knowledge of physics, often a degree in physics or computer scienceMechanical engineering degree, professional licensure in some regions
Work EnvironmentSoftware development, research labs, simulation environmentsDesign offices, manufacturing plants, R&D departments
Industry UsageSimulation software development, research, academiaProduct design, manufacturing, systems optimization

Physics Simulation Python focuses on developing and implementing physics-based simulations using Python programming, often in research or software development contexts. Mechanical Engineers apply engineering principles to design, analyze, and manufacture mechanical systems. While both roles require a strong understanding of physics, Physics Simulation Python emphasizes coding and simulation, whereas Mechanical Engineering involves practical design and application in physical systems.

What are the key skills and qualifications needed to thrive as a Physics Simulation Python Developer, and why are they important?

To excel as a Physics Simulation Python Developer, you need a strong background in physics, mathematics, and proficiency in Python programming, often supported by a degree in physics, engineering, or computer science. Familiarity with simulation libraries (such as NumPy, SciPy, PyBullet, or SimPy), version control systems like Git, and experience with visualization tools are commonly required. Analytical thinking, problem-solving abilities, and effective collaboration are standout soft skills in this role. These skills enable the development of accurate, efficient simulations and foster productive teamwork in research or engineering projects.

What are some common challenges faced by professionals working in Physics Simulation with Python, and how can they be addressed?

Professionals in Physics Simulation with Python often encounter challenges such as optimizing simulation performance, ensuring numerical accuracy, and integrating complex libraries (e.g., NumPy, SciPy, PyBullet) into larger workflows. Addressing these issues typically involves using efficient coding practices, leveraging vectorized operations, and validating results with analytical solutions or experimental data. Collaboration with domain experts and regular code reviews can also help maintain code reliability and project scalability. Staying updated with the latest simulation frameworks and actively participating in open-source communities are excellent ways to overcome technical hurdles.

What is a Physics Simulation Python developer?

A Physics Simulation Python developer is a professional who uses the Python programming language to design, implement, and analyze simulations that model physical systems and phenomena. These simulations can range from simple particle motion to complex fluid dynamics or electromagnetic fields, and are widely used in research, engineering, gaming, and education. The developer typically utilizes scientific libraries such as NumPy, SciPy, and PyBullet, and may also work with visualization tools to present simulation results. Their work helps in understanding real-world physics problems, testing hypotheses, or creating realistic interactive environments.
What are popular job titles related to Physics Simulation Python jobs in Michigan? For Physics Simulation Python jobs in Michigan, the most frequently searched job titles are:
What cities in Michigan are hiring for Physics Simulation Python jobs? Cities in Michigan with the most Physics Simulation Python job openings:
CAE Analysis Engineer--Engine Performance & Calibration

CAE Analysis Engineer--Engine Performance & Calibration

General Motors

Pontiac, MI • Hybrid

Full-time

Posted yesterday


General Motors rating

8.1

Company rating: 8.1 out of 10

Based on 305 frontline employees who took The Breakroom Quiz

5th of 44 rated automakers


Job description

Job Description

At General Motors, our product teams are redefining mobility. Through a human-centered design process, we create vehicles and experiences that are designed not just to be seen, but to be felt. We're turning today's impossible into tomorrow's standard -from breakthrough hardware and battery systems to intuitive design, intelligent software, and next-generation safety and entertainment features.

Every day, our products move millions of peopleas we aim to makedriving safer, smarter, and more connected, shaping the future of transportation on a global scale.

The Role

This Engineer will be responsible for developing engine performance simulation and valvetrain analysis models using 1D virtual tools. Functions include model building, correlating and evaluation. You'll be managing multiple projects and providing technical insight into problem solving, leveraging the model results for hardware and calibration development.

This position requires a fundamental understanding of combustion engines and the modeling approach via GT-SUITE 1D CFD Software. These engine models are the core estimation for performance and fuel efficiency for early vehicle architecture development. This role also leverages the large design of experiments and optimization using 1D modeling to solve complex and multivariable problems.

What You'll Do

  • Develop 1D engine simulation models in GT-POWER of a wide variety of engine architectures with complete intake and exhaust systems for both Gasoline & Diesel engines.

  • Simulate full and part load models focusing on torque, power and fuel consumption

  • Process lab and model generated engine operating data (fuel mapping) into standardized format

  • Execute transient engine simulations to support engine control algorithm evaluation and/or development (HIL/SIL), and vehicle performance assessment

  • Create Medium or Fast Running Models (MRM / FRM) to support controls development activities

  • Develop new and innovative analytical techniques to model engine technologies (boost devices, exhaust gas recirculation, variable valve lift, emission control systems, aftertreatment etc.) with emphasis on minimizing test data requirements

  • Develop optimized valve lift profiles using parametric valvetrain design software

  • Provide component-level and/or system-level design recommendations to Design Responsible Engineers based on interpretation of analysis results

  • Participate in product design and development teams and regularly present analysis results to engineering peers and management

  • Appropriately distill 3D math data into 1D model geometry using the correct discretization techniques

  • Cooperatively work with test engineers to develop and/or enhance laboratory procedures to validate system analysis results

  • Contribute to the development of post-processing and automation tools using MATLAB and/or Python

  • Generate virtual data for or directly create calibrations for embedded engine controller

Your Skills & Abilities (Required Qualifications)

  • Bachelor of Science in Engineering, Computer Science, or Physics

  • 3 years of propulsion simulation and/or virtual engineering experience

  • 5 years of engineering experience

  • Fundamental understanding of combustion engines and the modeling approach via GT-SUITE 1D CFD Software

  • Experience with engine dynamometer testing and data analysis

  • Excellent oral and written communication skills

  • High comfort with ambiguity, developing new capabilities, and creating new standard work

  • High level of interpersonal skills to work effectively with others

What Will Give You A Competitive Edge (Preferred Qualifications)

  • Master of Science in Engineering, Computer Science, or Physics

  • 5+ years experience with GT-POWER, WAVE, or similar software

  • Engine calibration, controls and model-based calibration techniques.

  • Engine testing and development experience

  • High level of analytical ability where problems are unusual and difficult

  • Proficient with MATLAB, Python, AVL software.

  • Programming experience and/or a strong desire to learn

  • Thorough understanding and skills to work at high level in all phases of the vehicle development process

This role is categorized as hybrid. This means the selected candidate is expected to report to a specific location at least 3 times a week {or other frequency dictated by their manager}. This job may be eligible for relocation benefits.

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us

We believe we all must make a choice every day - individually and collectively - to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.

Benefits Overview

From day one, we're looking out for your well-being-at work and at home-so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.

Non-Discrimination and Equal Employment Opportunities (U.S.)

General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.

All employment decisions are made on a non-discriminatory basis without regard to sex, race, color, national origin, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.

We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required, where applicable, to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more, visit How we Hire.

Accommodations

General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.


What General Motors employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


General Motors logo

About General Motors

Sourced by ZipRecruiter

General Motors is a company with global scale and capabilities, headquartered in Detroit, Michigan, with employees around the world. The company employs over 165,000 people, serves six continents, operates across 22 time zones, and has a diverse workforce speaking 75 languages1. GM’s vision is to drive the world forward by pioneering innovations that move and connect people to what matters. The company is working towards an all-electric future with its new Ultium Platform and is pushing transportation options beyond our wildest imaginations with autonomous vehicles. GM is also committed to becoming the most inclusive company in the world.

Industry

Transportation equipment manufacturing

Company size

10,000+ Employees

Headquarters location

Detroit, MI, US

Year founded

1908